| Inducing Hierarchical Compositional Model by Sparsifying Generator Network | Sep 10, 2019 | Image GenerationImage Reconstruction | —Unverified | 0 |
| JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video | Sep 10, 2019 | Image ReconstructionInverse-Tone-Mapping | CodeCode Available | 0 |
| Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications | Sep 4, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction | Sep 3, 2019 | Compressive SensingDenoising | CodeCode Available | 1 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Plug-and-Play Prior for Parallel MRI Reconstruction | Aug 30, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 |
| Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS) | Aug 29, 2019 | Image Reconstruction | —Unverified | 0 |
| Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging | Aug 28, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center | Aug 26, 2019 | Image Reconstructionmotion prediction | —Unverified | 0 |
| Machine-learning enables Image Reconstruction and Classification in a "see-through" camera | Aug 25, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image | Aug 20, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Fully Automated Image De-fencing using Conditional Generative Adversarial Networks | Aug 19, 2019 | Image GenerationImage Reconstruction | —Unverified | 0 |
| DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data | Aug 19, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks | Aug 9, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting Deep Image Prior | Aug 8, 2019 | DecoderDenoising | CodeCode Available | 0 |
| Model Learning: Primal Dual Networks for Fast MR imaging | Aug 7, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization | Aug 4, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brain | Aug 2, 2019 | Electron Microscopy Image SegmentationImage Reconstruction | CodeCode Available | 0 |
| Y-Net: A Hybrid Deep Learning Reconstruction Framework for Photoacoustic Imaging in vivo | Aug 2, 2019 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Inertial nonconvex alternating minimizations for the image deblurring | Jul 27, 2019 | ArticlesDeblurring | —Unverified | 0 |
| A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network | Jul 26, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks | Jul 26, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Momentum-Net: Fast and convergent iterative neural network for inverse problems | Jul 26, 2019 | Image Reconstructionregression | —Unverified | 0 |
| Compressing deep quaternion neural networks with targeted regularization | Jul 26, 2019 | Image Reconstruction | —Unverified | 0 |
